Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 458 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 68.1 KiB |
| Average record size in memory | 152.3 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 1 |
CO2504.mean is highly correlated with H2O672.mean and 1 other fields | High correlation |
Glob.mean is highly correlated with NET.mean and 8 other fields | High correlation |
H2O672.mean is highly correlated with CO2504.mean and 2 other fields | High correlation |
NET.mean is highly correlated with Glob.mean and 7 other fields | High correlation |
NO672.mean is highly correlated with NOx672.mean | High correlation |
NOx672.mean is highly correlated with NO672.mean | High correlation |
O3672.mean is highly correlated with Glob.mean and 6 other fields | High correlation |
PAR.mean is highly correlated with Glob.mean and 8 other fields | High correlation |
RGlob.mean is highly correlated with Glob.mean and 7 other fields | High correlation |
RHIRGA672.mean is highly correlated with Glob.mean and 8 other fields | High correlation |
RPAR.mean is highly correlated with Glob.mean and 6 other fields | High correlation |
T672.mean is highly correlated with CO2504.mean and 7 other fields | High correlation |
UV_A.mean is highly correlated with Glob.mean and 7 other fields | High correlation |
CS.mean is highly correlated with H2O672.mean and 1 other fields | High correlation |
class2 is highly correlated with Glob.mean and 3 other fields | High correlation |
CO2504.mean is highly correlated with T672.mean | High correlation |
Glob.mean is highly correlated with NET.mean and 8 other fields | High correlation |
H2O672.mean is highly correlated with T672.mean | High correlation |
NET.mean is highly correlated with Glob.mean and 7 other fields | High correlation |
NO672.mean is highly correlated with NOx672.mean | High correlation |
NOx672.mean is highly correlated with NO672.mean and 1 other fields | High correlation |
O3672.mean is highly correlated with Glob.mean and 6 other fields | High correlation |
PAR.mean is highly correlated with Glob.mean and 8 other fields | High correlation |
RGlob.mean is highly correlated with Glob.mean and 7 other fields | High correlation |
RHIRGA672.mean is highly correlated with Glob.mean and 7 other fields | High correlation |
RPAR.mean is highly correlated with Glob.mean and 5 other fields | High correlation |
T672.mean is highly correlated with CO2504.mean and 6 other fields | High correlation |
UV_A.mean is highly correlated with Glob.mean and 8 other fields | High correlation |
class2 is highly correlated with Glob.mean and 3 other fields | High correlation |
Glob.mean is highly correlated with NET.mean and 5 other fields | High correlation |
H2O672.mean is highly correlated with T672.mean | High correlation |
NET.mean is highly correlated with Glob.mean and 4 other fields | High correlation |
PAR.mean is highly correlated with Glob.mean and 5 other fields | High correlation |
RGlob.mean is highly correlated with Glob.mean and 5 other fields | High correlation |
RHIRGA672.mean is highly correlated with Glob.mean and 4 other fields | High correlation |
RPAR.mean is highly correlated with Glob.mean and 3 other fields | High correlation |
T672.mean is highly correlated with H2O672.mean | High correlation |
UV_A.mean is highly correlated with Glob.mean and 5 other fields | High correlation |
CO2504.mean is highly correlated with H2O672.mean and 3 other fields | High correlation |
Glob.mean is highly correlated with NET.mean and 9 other fields | High correlation |
H2O672.mean is highly correlated with CO2504.mean and 3 other fields | High correlation |
NET.mean is highly correlated with Glob.mean and 9 other fields | High correlation |
NO672.mean is highly correlated with NOx672.mean and 1 other fields | High correlation |
NOx672.mean is highly correlated with NO672.mean and 2 other fields | High correlation |
O3672.mean is highly correlated with Glob.mean and 7 other fields | High correlation |
PAR.mean is highly correlated with Glob.mean and 8 other fields | High correlation |
PTG.mean is highly correlated with Glob.mean and 1 other fields | High correlation |
RGlob.mean is highly correlated with Glob.mean and 7 other fields | High correlation |
RHIRGA672.mean is highly correlated with CO2504.mean and 10 other fields | High correlation |
RPAR.mean is highly correlated with Glob.mean and 9 other fields | High correlation |
SO2168.mean is highly correlated with NO672.mean and 2 other fields | High correlation |
SWS.mean is highly correlated with CO2504.mean | High correlation |
T672.mean is highly correlated with CO2504.mean and 9 other fields | High correlation |
UV_A.mean is highly correlated with Glob.mean and 8 other fields | High correlation |
CS.mean is highly correlated with H2O672.mean and 1 other fields | High correlation |
class2 is highly correlated with Glob.mean and 7 other fields | High correlation |
class2 is uniformly distributed | Uniform |
CO2504.mean has unique values | Unique |
Glob.mean has unique values | Unique |
H2O672.mean has unique values | Unique |
NET.mean has unique values | Unique |
PAR.mean has unique values | Unique |
RGlob.mean has unique values | Unique |
T672.mean has unique values | Unique |
UV_A.mean has unique values | Unique |
PTG.mean has 48 (10.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-12-21 01:04:32.347609 |
|---|---|
| Analysis finished | 2021-12-21 01:05:24.796882 |
| Duration | 52.45 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 458 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 380.913345 |
| Minimum | 356.8414286 |
|---|---|
| Maximum | 411.3486765 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 356.8414286 |
|---|---|
| 5-th percentile | 364.1787061 |
| Q1 | 372.92142 |
| median | 380.1139587 |
| Q3 | 388.2967748 |
| 95-th percentile | 399.4749893 |
| Maximum | 411.3486765 |
| Range | 54.5072479 |
| Interquartile range (IQR) | 15.37535482 |
Descriptive statistics
| Standard deviation | 10.90097298 |
|---|---|
| Coefficient of variation (CV) | 0.02861798654 |
| Kurtosis | -0.5949791802 |
| Mean | 380.913345 |
| Median Absolute Deviation (MAD) | 7.742381903 |
| Skewness | 0.2368678892 |
| Sum | 174458.312 |
| Variance | 118.8312118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 383.8850769 | 1 | 0.2% |
| 370.8954795 | 1 | 0.2% |
| 373.3183333 | 1 | 0.2% |
| 388.5192763 | 1 | 0.2% |
| 369.1659375 | 1 | 0.2% |
| 366.2485802 | 1 | 0.2% |
| 371.6657055 | 1 | 0.2% |
| 369.819697 | 1 | 0.2% |
| 375.7309143 | 1 | 0.2% |
| 380.6627368 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| 356.8414286 | 1 | |
| 359.6464706 | 1 | |
| 359.6961714 | 1 | |
| 360.0108571 | 1 | |
| 360.552695 | 1 | |
| 361.2740351 | 1 | |
| 361.3566929 | 1 | |
| 361.5837324 | 1 | |
| 361.6565829 | 1 | |
| 361.6700505 | 1 |
| Value | Count | Frequency (%) |
| 411.3486765 | 1 | |
| 408.4929787 | 1 | |
| 407.055122 | 1 | |
| 406.4054 | 1 | |
| 405.4672917 | 1 | |
| 405.3627632 | 1 | |
| 405.013012 | 1 | |
| 403.9036667 | 1 | |
| 403.8771795 | 1 | |
| 403.0615556 | 1 |
Glob.mean
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 458 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.2879195 |
| Minimum | 3.719433962 |
|---|---|
| Maximum | 449.4505453 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 3.719433962 |
|---|---|
| 5-th percentile | 12.57989342 |
| Q1 | 71.7733574 |
| median | 197.9392166 |
| Q3 | 304.1620152 |
| 95-th percentile | 383.0371776 |
| Maximum | 449.4505453 |
| Range | 445.7311113 |
| Interquartile range (IQR) | 232.3886578 |
Descriptive statistics
| Standard deviation | 126.058537 |
|---|---|
| Coefficient of variation (CV) | 0.6521801119 |
| Kurtosis | -1.349253865 |
| Mean | 193.2879195 |
| Median Absolute Deviation (MAD) | 117.1258467 |
| Skewness | 0.01363762724 |
| Sum | 88525.86714 |
| Variance | 15890.75474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.24551084 | 1 | 0.2% |
| 275.1035495 | 1 | 0.2% |
| 196.0288532 | 1 | 0.2% |
| 115.5929073 | 1 | 0.2% |
| 206.4575455 | 1 | 0.2% |
| 271.0394711 | 1 | 0.2% |
| 152.4897517 | 1 | 0.2% |
| 187.2774902 | 1 | 0.2% |
| 375.6637848 | 1 | 0.2% |
| 370.833648 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| 3.719433962 | 1 | |
| 4.196735294 | 1 | |
| 4.872788732 | 1 | |
| 5.483704663 | 1 | |
| 6.313714286 | 1 | |
| 6.852421053 | 1 | |
| 7.082724551 | 1 | |
| 7.853483146 | 1 | |
| 7.991847507 | 1 | |
| 7.997670807 | 1 |
| Value | Count | Frequency (%) |
| 449.4505453 | 1 | |
| 425.9911014 | 1 | |
| 416.6686729 | 1 | |
| 414.8664237 | 1 | |
| 413.9267641 | 1 | |
| 412.8471149 | 1 | |
| 406.417406 | 1 | |
| 404.0114711 | 1 | |
| 403.7917077 | 1 | |
| 403.0843633 | 1 |
H2O672.mean
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 458 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.160940078 |
| Minimum | 1.000147059 |
|---|---|
| Maximum | 18.86426966 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 1.000147059 |
|---|---|
| 5-th percentile | 2.308421282 |
| Q1 | 4.004423981 |
| median | 6.279441032 |
| Q3 | 9.949461825 |
| 95-th percentile | 13.80296901 |
| Maximum | 18.86426966 |
| Range | 17.8641226 |
| Interquartile range (IQR) | 5.945037844 |
Descriptive statistics
| Standard deviation | 3.798081124 |
|---|---|
| Coefficient of variation (CV) | 0.5303886197 |
| Kurtosis | -0.3575287942 |
| Mean | 7.160940078 |
| Median Absolute Deviation (MAD) | 2.738519979 |
| Skewness | 0.661792274 |
| Sum | 3279.710556 |
| Variance | 14.42542022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.272769231 | 1 | 0.2% |
| 9.22260274 | 1 | 0.2% |
| 12.4052 | 1 | 0.2% |
| 15.44761589 | 1 | 0.2% |
| 10.66225 | 1 | 0.2% |
| 8.130802469 | 1 | 0.2% |
| 7.803496933 | 1 | 0.2% |
| 9.846927711 | 1 | 0.2% |
| 10.48777143 | 1 | 0.2% |
| 7.060159574 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| 1.000147059 | 1 | |
| 1.232125 | 1 | |
| 1.626458333 | 1 | |
| 1.668392857 | 1 | |
| 1.7094 | 1 | |
| 1.861754386 | 1 | |
| 1.866071429 | 1 | |
| 1.934036697 | 1 | |
| 1.99983871 | 1 | |
| 2.025853659 | 1 |
| Value | Count | Frequency (%) |
| 18.86426966 | 1 | |
| 18.16820175 | 1 | |
| 17.93254545 | 1 | |
| 17.77684211 | 1 | |
| 17.34410959 | 1 | |
| 16.99518072 | 1 | |
| 16.7563388 | 1 | |
| 16.50856383 | 1 | |
| 16.38602564 | 1 | |
| 15.9417033 | 1 |
| Distinct | 458 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.3908669 |
| Minimum | -47.79971246 |
|---|---|
| Maximum | 296.1883031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 19 |
| Negative (%) | 4.1% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | -47.79971246 |
|---|---|
| 5-th percentile | 2.849180609 |
| Q1 | 47.39435047 |
| median | 124.559808 |
| Q3 | 194.7532052 |
| 95-th percentile | 262.7844268 |
| Maximum | 296.1883031 |
| Range | 343.9880155 |
| Interquartile range (IQR) | 147.3588547 |
Descriptive statistics
| Standard deviation | 86.46458151 |
|---|---|
| Coefficient of variation (CV) | 0.7064626936 |
| Kurtosis | -1.182392562 |
| Mean | 122.3908669 |
| Median Absolute Deviation (MAD) | 73.94862878 |
| Skewness | 0.09918986925 |
| Sum | 56055.01705 |
| Variance | 7476.123856 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.96417957 | 1 | 0.2% |
| 196.6097282 | 1 | 0.2% |
| 141.0062745 | 1 | 0.2% |
| 63.85081633 | 1 | 0.2% |
| 187.3006759 | 1 | 0.2% |
| 198.9333602 | 1 | 0.2% |
| 115.1597295 | 1 | 0.2% |
| 136.1930769 | 1 | 0.2% |
| 277.2497895 | 1 | 0.2% |
| 268.0721241 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| -47.79971246 | 1 | |
| -41.21621212 | 1 | |
| -35.76809524 | 1 | |
| -35.69202346 | 1 | |
| -32.69302083 | 1 | |
| -28.74262391 | 1 | |
| -28.3030303 | 1 | |
| -19.92763587 | 1 | |
| -13.74273885 | 1 | |
| -12.74887283 | 1 |
| Value | Count | Frequency (%) |
| 296.1883031 | 1 | |
| 295.7575241 | 1 | |
| 293.7308439 | 1 | |
| 292.7002228 | 1 | |
| 286.5509091 | 1 | |
| 285.8783755 | 1 | |
| 283.8868862 | 1 | |
| 278.1669251 | 1 | |
| 277.434292 | 1 | |
| 277.2497895 | 1 |
| Distinct | 410 |
|---|---|
| Distinct (%) | 89.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05590123608 |
| Minimum | -0.01245614035 |
|---|---|
| Maximum | 0.1626908893 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20 |
| Negative (%) | 4.4% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | -0.01245614035 |
|---|---|
| 5-th percentile | 0.001408737536 |
| Q1 | 0.01862597795 |
| median | 0.03929435028 |
| Q3 | 0.0762519425 |
| 95-th percentile | 0.1626908893 |
| Maximum | 0.1626908893 |
| Range | 0.1751470297 |
| Interquartile range (IQR) | 0.05762596455 |
Descriptive statistics
| Standard deviation | 0.04992263993 |
|---|---|
| Coefficient of variation (CV) | 0.8930507344 |
| Kurtosis | -0.06193260358 |
| Mean | 0.05590123608 |
| Median Absolute Deviation (MAD) | 0.02554251012 |
| Skewness | 1.033320344 |
| Sum | 25.60276612 |
| Variance | 0.002492269978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1626908893 | 47 | 10.3% |
| 0.08 | 2 | 0.4% |
| 0.07 | 2 | 0.4% |
| 0.06476923077 | 1 | 0.2% |
| 0.008729281768 | 1 | 0.2% |
| 0.01272727273 | 1 | 0.2% |
| 0.0371559633 | 1 | 0.2% |
| 0.03208333333 | 1 | 0.2% |
| 0.02742690058 | 1 | 0.2% |
| 0.02205555556 | 1 | 0.2% |
| Other values (400) | 400 |
| Value | Count | Frequency (%) |
| -0.01245614035 | 1 | |
| -0.008638297872 | 1 | |
| -0.008596491228 | 1 | |
| -0.007172774869 | 1 | |
| -0.006852791878 | 1 | |
| -0.006808510638 | 1 | |
| -0.004438502674 | 1 | |
| -0.002927927928 | 1 | |
| -0.002540540541 | 1 | |
| -0.002197802198 | 1 |
| Value | Count | Frequency (%) |
| 0.1626908893 | 47 | |
| 0.1610588235 | 1 | 0.2% |
| 0.1582035928 | 1 | 0.2% |
| 0.1576404494 | 1 | 0.2% |
| 0.1544954128 | 1 | 0.2% |
| 0.1538554217 | 1 | 0.2% |
| 0.1537634409 | 1 | 0.2% |
| 0.1521969697 | 1 | 0.2% |
| 0.1495061728 | 1 | 0.2% |
| 0.1456578947 | 1 | 0.2% |
| Distinct | 427 |
|---|---|
| Distinct (%) | 93.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.266880551 |
| Minimum | 0.07911111111 |
|---|---|
| Maximum | 3.561384586 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 0.07911111111 |
|---|---|
| 5-th percentile | 0.1763555038 |
| Q1 | 0.4833205782 |
| median | 1.004342105 |
| Q3 | 1.714546181 |
| 95-th percentile | 3.561384586 |
| Maximum | 3.561384586 |
| Range | 3.482273475 |
| Interquartile range (IQR) | 1.231225603 |
Descriptive statistics
| Standard deviation | 0.9834612375 |
|---|---|
| Coefficient of variation (CV) | 0.7762856861 |
| Kurtosis | 0.0963216731 |
| Mean | 1.266880551 |
| Median Absolute Deviation (MAD) | 0.5923281907 |
| Skewness | 1.009720514 |
| Sum | 580.2312922 |
| Variance | 0.9671960057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.561384586 | 32 | 7.0% |
| 2.046153846 | 1 | 0.2% |
| 0.1593513514 | 1 | 0.2% |
| 0.8335483871 | 1 | 0.2% |
| 0.9448076923 | 1 | 0.2% |
| 0.2224242424 | 1 | 0.2% |
| 0.5659633028 | 1 | 0.2% |
| 0.3298809524 | 1 | 0.2% |
| 0.3829239766 | 1 | 0.2% |
| 0.2653888889 | 1 | 0.2% |
| Other values (417) | 417 |
| Value | Count | Frequency (%) |
| 0.07911111111 | 1 | |
| 0.09315789474 | 1 | |
| 0.09409356725 | 1 | |
| 0.0975 | 1 | |
| 0.1049324324 | 1 | |
| 0.1049350649 | 1 | |
| 0.10825 | 1 | |
| 0.1161340206 | 1 | |
| 0.1168617021 | 1 | |
| 0.1175263158 | 1 |
| Value | Count | Frequency (%) |
| 3.561384586 | 32 | |
| 3.500344828 | 1 | 0.2% |
| 3.437741935 | 1 | 0.2% |
| 3.398848921 | 1 | 0.2% |
| 3.3475 | 1 | 0.2% |
| 3.275263158 | 1 | 0.2% |
| 3.206231884 | 1 | 0.2% |
| 3.126612903 | 1 | 0.2% |
| 3.117159091 | 1 | 0.2% |
| 3.11625 | 1 | 0.2% |
| Distinct | 456 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.35357468 |
| Minimum | 10.40635957 |
|---|---|
| Maximum | 58.71301845 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 10.40635957 |
|---|---|
| 5-th percentile | 20.33786351 |
| Q1 | 28.52135665 |
| median | 34.32017145 |
| Q3 | 40.59802137 |
| 95-th percentile | 49.91261125 |
| Maximum | 58.71301845 |
| Range | 48.30665888 |
| Interquartile range (IQR) | 12.07666472 |
Descriptive statistics
| Standard deviation | 9.079498076 |
|---|---|
| Coefficient of variation (CV) | 0.2642955838 |
| Kurtosis | -0.1717755206 |
| Mean | 34.35357468 |
| Median Absolute Deviation (MAD) | 6.058486251 |
| Skewness | 0.06235091819 |
| Sum | 15733.9372 |
| Variance | 82.43728531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.40635957 | 3 | 0.7% |
| 23.61295302 | 1 | 0.2% |
| 29.28602649 | 1 | 0.2% |
| 32.2789 | 1 | 0.2% |
| 25.79593548 | 1 | 0.2% |
| 25.45153846 | 1 | 0.2% |
| 26.86115152 | 1 | 0.2% |
| 31.86944444 | 1 | 0.2% |
| 25.95255952 | 1 | 0.2% |
| 29.10385965 | 1 | 0.2% |
| Other values (446) | 446 |
| Value | Count | Frequency (%) |
| 10.40635957 | 3 | |
| 12.26966102 | 1 | 0.2% |
| 13.05243478 | 1 | 0.2% |
| 13.84915493 | 1 | 0.2% |
| 14.06157895 | 1 | 0.2% |
| 15.145 | 1 | 0.2% |
| 16.09633803 | 1 | 0.2% |
| 16.16644068 | 1 | 0.2% |
| 16.95529661 | 1 | 0.2% |
| 17.11351852 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 58.71301845 | 1 | |
| 58.00683544 | 1 | |
| 57.01898551 | 1 | |
| 56.18238806 | 1 | |
| 56.06854545 | 1 | |
| 56.06729927 | 1 | |
| 55.42190476 | 1 | |
| 53.94156069 | 1 | |
| 53.76309942 | 1 | |
| 53.65035503 | 1 |
Pamb0.mean
Real number (ℝ≥0)
| Distinct | 449 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 991.354278 |
| Minimum | 967.0834867 |
|---|---|
| Maximum | 1015.319117 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 967.0834867 |
|---|---|
| 5-th percentile | 974.2299785 |
| Q1 | 985.1718482 |
| median | 991.5172807 |
| Q3 | 997.2307559 |
| 95-th percentile | 1007.459576 |
| Maximum | 1015.319117 |
| Range | 48.2356308 |
| Interquartile range (IQR) | 12.0589077 |
Descriptive statistics
| Standard deviation | 9.686385945 |
|---|---|
| Coefficient of variation (CV) | 0.009770862102 |
| Kurtosis | -0.01849624457 |
| Mean | 991.354278 |
| Median Absolute Deviation (MAD) | 6.104522834 |
| Skewness | -0.1336102938 |
| Sum | 454040.2593 |
| Variance | 93.82607268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 967.0834867 | 7 | 1.5% |
| 1015.319117 | 4 | 0.9% |
| 999.8594737 | 1 | 0.2% |
| 989.9548214 | 1 | 0.2% |
| 988.0237253 | 1 | 0.2% |
| 982.2660368 | 1 | 0.2% |
| 983.5253376 | 1 | 0.2% |
| 984.7120554 | 1 | 0.2% |
| 975.4469798 | 1 | 0.2% |
| 990.6805691 | 1 | 0.2% |
| Other values (439) | 439 |
| Value | Count | Frequency (%) |
| 967.0834867 | 7 | |
| 968.2536606 | 1 | 0.2% |
| 968.7958981 | 1 | 0.2% |
| 969.7398953 | 1 | 0.2% |
| 969.9162097 | 1 | 0.2% |
| 970.0678806 | 1 | 0.2% |
| 970.9325801 | 1 | 0.2% |
| 971.7664254 | 1 | 0.2% |
| 971.7667647 | 1 | 0.2% |
| 971.7830573 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1015.319117 | 4 | |
| 1013.259425 | 1 | 0.2% |
| 1013.097729 | 1 | 0.2% |
| 1012.398254 | 1 | 0.2% |
| 1011.112753 | 1 | 0.2% |
| 1010.747554 | 1 | 0.2% |
| 1010.613462 | 1 | 0.2% |
| 1010.285429 | 1 | 0.2% |
| 1010.083365 | 1 | 0.2% |
| 1009.860221 | 1 | 0.2% |
PAR.mean
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 458 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 382.3015741 |
| Minimum | 7.530251572 |
|---|---|
| Maximum | 830.082577 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 7.530251572 |
|---|---|
| 5-th percentile | 26.74847829 |
| Q1 | 142.7098057 |
| median | 395.8438122 |
| Q3 | 595.0377714 |
| 95-th percentile | 765.3177217 |
| Maximum | 830.082577 |
| Range | 822.5523254 |
| Interquartile range (IQR) | 452.3279656 |
Descriptive statistics
| Standard deviation | 247.4298279 |
|---|---|
| Coefficient of variation (CV) | 0.6472111148 |
| Kurtosis | -1.325304304 |
| Mean | 382.3015741 |
| Median Absolute Deviation (MAD) | 220.3430979 |
| Skewness | 0.01541273006 |
| Sum | 175094.1209 |
| Variance | 61221.51976 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.66235294 | 1 | 0.2% |
| 573.0243956 | 1 | 0.2% |
| 409.4036013 | 1 | 0.2% |
| 247.1538552 | 1 | 0.2% |
| 430.2008788 | 1 | 0.2% |
| 565.5902495 | 1 | 0.2% |
| 315.5689474 | 1 | 0.2% |
| 397.1333008 | 1 | 0.2% |
| 784.2062987 | 1 | 0.2% |
| 754.8983588 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| 7.530251572 | 1 | |
| 9.843235294 | 1 | |
| 9.967239437 | 1 | |
| 11.82373057 | 1 | |
| 14.61392105 | 1 | |
| 14.63880519 | 1 | |
| 16.78356742 | 1 | |
| 17.7910559 | 1 | |
| 18.00886228 | 1 | |
| 18.09401254 | 1 |
| Value | Count | Frequency (%) |
| 830.082577 | 1 | |
| 825.8918182 | 1 | |
| 824.7313174 | 1 | |
| 819.3593793 | 1 | |
| 817.9922291 | 1 | |
| 815.481741 | 1 | |
| 806.7493788 | 1 | |
| 806.3020034 | 1 | |
| 801.8150384 | 1 | |
| 798.1771318 | 1 |
| Distinct | 387 |
|---|---|
| Distinct (%) | 84.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.000372494882 |
| Minimum | -0.007722627737 |
|---|---|
| Maximum | 0.006916482373 |
| Zeros | 48 |
| Zeros (%) | 10.5% |
| Negative | 224 |
| Negative (%) | 48.9% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | -0.007722627737 |
|---|---|
| 5-th percentile | -0.005594628008 |
| Q1 | -0.002660788204 |
| median | 0 |
| Q3 | 0.001170120026 |
| 95-th percentile | 0.006916482373 |
| Maximum | 0.006916482373 |
| Range | 0.01463911011 |
| Interquartile range (IQR) | 0.003830908231 |
Descriptive statistics
| Standard deviation | 0.00330924477 |
|---|---|
| Coefficient of variation (CV) | -8.884000639 |
| Kurtosis | -0.01537027994 |
| Mean | -0.000372494882 |
| Median Absolute Deviation (MAD) | 0.002030855051 |
| Skewness | 0.3006422958 |
| Sum | -0.170602656 |
| Variance | 1.095110095 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48 | 10.5% |
| 0.006916482373 | 25 | 5.5% |
| 0.003560371517 | 1 | 0.2% |
| -0.005510009533 | 1 | 0.2% |
| 0.0007249255214 | 1 | 0.2% |
| 2.926829268 × 10-5 | 1 | 0.2% |
| -0.003784786642 | 1 | 0.2% |
| -0.002729591837 | 1 | 0.2% |
| -0.004329371817 | 1 | 0.2% |
| 0.0004846938776 | 1 | 0.2% |
| Other values (377) | 377 |
| Value | Count | Frequency (%) |
| -0.007722627737 | 1 | |
| -0.007641509434 | 1 | |
| -0.007632850242 | 1 | |
| -0.007343173432 | 1 | |
| -0.007221570926 | 1 | |
| -0.007097435897 | 1 | |
| -0.006887608069 | 1 | |
| -0.006843971631 | 1 | |
| -0.006783536585 | 1 | |
| -0.00677449187 | 1 |
| Value | Count | Frequency (%) |
| 0.006916482373 | 25 | |
| 0.00678119349 | 1 | 0.2% |
| 0.006714770798 | 1 | 0.2% |
| 0.006562009419 | 1 | 0.2% |
| 0.006547085202 | 1 | 0.2% |
| 0.00648381295 | 1 | 0.2% |
| 0.00619047619 | 1 | 0.2% |
| 0.006078431373 | 1 | 0.2% |
| 0.005944556267 | 1 | 0.2% |
| 0.005912698413 | 1 | 0.2% |
RGlob.mean
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 458 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.42702544 |
| Minimum | -1.122083333 |
|---|---|
| Maximum | 83.85989329 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4 |
| Negative (%) | 0.9% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | -1.122083333 |
|---|---|
| 5-th percentile | 2.37590345 |
| Q1 | 12.38892425 |
| median | 28.41519732 |
| Q3 | 41.95768754 |
| 95-th percentile | 51.75354926 |
| Maximum | 83.85989329 |
| Range | 84.98197663 |
| Interquartile range (IQR) | 29.56876329 |
Descriptive statistics
| Standard deviation | 16.60808785 |
|---|---|
| Coefficient of variation (CV) | 0.6055373333 |
| Kurtosis | -1.053206451 |
| Mean | 27.42702544 |
| Median Absolute Deviation (MAD) | 14.41414636 |
| Skewness | 0.03673470225 |
| Sum | 12561.57765 |
| Variance | 275.8285819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.169164087 | 1 | 0.2% |
| 34.62076837 | 1 | 0.2% |
| 21.74733119 | 1 | 0.2% |
| 14.00700745 | 1 | 0.2% |
| 23.45168687 | 1 | 0.2% |
| 34.14474052 | 1 | 0.2% |
| 16.840715 | 1 | 0.2% |
| 22.30433171 | 1 | 0.2% |
| 42.56611317 | 1 | 0.2% |
| 43.20711735 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| -1.122083333 | 1 | |
| -0.8511023622 | 1 | |
| -0.5372423398 | 1 | |
| -0.1367272727 | 1 | |
| 0.1664150943 | 1 | |
| 0.3116901408 | 1 | |
| 0.3571339564 | 1 | |
| 1.063684211 | 1 | |
| 1.099410319 | 1 | |
| 1.191134328 | 1 |
| Value | Count | Frequency (%) |
| 83.85989329 | 1 | |
| 61.72233333 | 1 | |
| 58.54915423 | 1 | |
| 58.3503937 | 1 | |
| 57.36287724 | 1 | |
| 55.87094563 | 1 | |
| 55.22470755 | 1 | |
| 55.19281494 | 1 | |
| 55.15297089 | 1 | |
| 54.88929032 | 1 |
RHIRGA672.mean
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 457 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.68636204 |
| Minimum | 26.69534161 |
|---|---|
| Maximum | 104.1855882 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 26.69534161 |
|---|---|
| 5-th percentile | 38.32435971 |
| Q1 | 52.13525795 |
| median | 69.92658934 |
| Q3 | 88.31680361 |
| 95-th percentile | 98.20386018 |
| Maximum | 104.1855882 |
| Range | 77.49024662 |
| Interquartile range (IQR) | 36.18154566 |
Descriptive statistics
| Standard deviation | 20.18531645 |
|---|---|
| Coefficient of variation (CV) | 0.2896594952 |
| Kurtosis | -1.151887351 |
| Mean | 69.68636204 |
| Median Absolute Deviation (MAD) | 18.05344346 |
| Skewness | -0.1129453839 |
| Sum | 31916.35381 |
| Variance | 407.4470002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98.339375 | 2 | 0.4% |
| 101.0309231 | 1 | 0.2% |
| 30.38027778 | 1 | 0.2% |
| 84.289375 | 1 | 0.2% |
| 75.8728 | 1 | 0.2% |
| 81.39609272 | 1 | 0.2% |
| 71.63575 | 1 | 0.2% |
| 52.46528302 | 1 | 0.2% |
| 60.60245399 | 1 | 0.2% |
| 63.84777108 | 1 | 0.2% |
| Other values (447) | 447 |
| Value | Count | Frequency (%) |
| 26.69534161 | 1 | |
| 27.95958333 | 1 | |
| 28.99687831 | 1 | |
| 29.84207254 | 1 | |
| 30.38027778 | 1 | |
| 30.61973118 | 1 | |
| 30.90758427 | 1 | |
| 31.08836842 | 1 | |
| 31.24197917 | 1 | |
| 32.0431875 | 1 |
| Value | Count | Frequency (%) |
| 104.1855882 | 1 | |
| 103.5264583 | 1 | |
| 102.614898 | 1 | |
| 101.8356452 | 1 | |
| 101.3823 | 1 | |
| 101.1512987 | 1 | |
| 101.1260606 | 1 | |
| 101.0309231 | 1 | |
| 100.6499438 | 1 | |
| 100.3998438 | 1 |
| Distinct | 449 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.25992872 |
| Minimum | 0 |
|---|---|
| Maximum | 46.78195404 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.423698212 |
| Q1 | 9.826066836 |
| median | 17.74002023 |
| Q3 | 24.60842172 |
| 95-th percentile | 42.03100848 |
| Maximum | 46.78195404 |
| Range | 46.78195404 |
| Interquartile range (IQR) | 14.78235488 |
Descriptive statistics
| Standard deviation | 11.01158269 |
|---|---|
| Coefficient of variation (CV) | 0.6030463129 |
| Kurtosis | 0.1583092942 |
| Mean | 18.25992872 |
| Median Absolute Deviation (MAD) | 7.223059938 |
| Skewness | 0.6661581598 |
| Sum | 8363.047356 |
| Variance | 121.2549534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46.78195404 | 10 | 2.2% |
| 8.864798762 | 1 | 0.2% |
| 9.202207358 | 1 | 0.2% |
| 9.039808307 | 1 | 0.2% |
| 13.18331313 | 1 | 0.2% |
| 18.18195609 | 1 | 0.2% |
| 8.396782522 | 1 | 0.2% |
| 11.81019512 | 1 | 0.2% |
| 24.40279221 | 1 | 0.2% |
| 23.2647449 | 1 | 0.2% |
| Other values (439) | 439 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.008947368421 | 1 | |
| 0.1201492537 | 1 | |
| 0.3154929577 | 1 | |
| 0.5930319149 | 1 | |
| 0.8651572327 | 1 | |
| 1.001176471 | 1 | |
| 1.071011236 | 1 | |
| 1.086891192 | 1 | |
| 1.299854227 | 1 |
| Value | Count | Frequency (%) |
| 46.78195404 | 10 | |
| 46.6597954 | 1 | 0.2% |
| 45.85625608 | 1 | 0.2% |
| 44.71972863 | 1 | 0.2% |
| 44.68409211 | 1 | 0.2% |
| 44.57925333 | 1 | 0.2% |
| 44.45939024 | 1 | 0.2% |
| 44.39495974 | 1 | 0.2% |
| 44.2726455 | 1 | 0.2% |
| 43.75160479 | 1 | 0.2% |
| Distinct | 405 |
|---|---|
| Distinct (%) | 88.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1906836129 |
| Minimum | -0.02040816327 |
|---|---|
| Maximum | 0.5569267514 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8 |
| Negative (%) | 1.7% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | -0.02040816327 |
|---|---|
| 5-th percentile | 0.01170755814 |
| Q1 | 0.05637591575 |
| median | 0.1284171864 |
| Q3 | 0.25659625 |
| 95-th percentile | 0.5569267514 |
| Maximum | 0.5569267514 |
| Range | 0.5773349146 |
| Interquartile range (IQR) | 0.2002203342 |
Descriptive statistics
| Standard deviation | 0.1771129749 |
|---|---|
| Coefficient of variation (CV) | 0.9288316505 |
| Kurtosis | -0.1923548539 |
| Mean | 0.1906836129 |
| Median Absolute Deviation (MAD) | 0.08421452264 |
| Skewness | 1.058010917 |
| Sum | 87.33309471 |
| Variance | 0.03136900588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5569267514 | 52 | 11.4% |
| 0.07 | 2 | 0.4% |
| 0.1133333333 | 2 | 0.4% |
| 0.1282307692 | 1 | 0.2% |
| 0.172972973 | 1 | 0.2% |
| 0.05366666667 | 1 | 0.2% |
| 0.04538888889 | 1 | 0.2% |
| 0.08337142857 | 1 | 0.2% |
| 0.03298850575 | 1 | 0.2% |
| 0.1935260116 | 1 | 0.2% |
| Other values (395) | 395 |
| Value | Count | Frequency (%) |
| -0.02040816327 | 1 | |
| -0.01596774194 | 1 | |
| -0.01543859649 | 1 | |
| -0.008294573643 | 1 | |
| -0.004658385093 | 1 | |
| -0.003555555556 | 1 | |
| -0.00269035533 | 1 | |
| -0.000985915493 | 1 | |
| 2.813065096 × 10-18 | 1 | |
| 0.0005384615385 | 1 |
| Value | Count | Frequency (%) |
| 0.5569267514 | 52 | |
| 0.5506349206 | 1 | 0.2% |
| 0.5481818182 | 1 | 0.2% |
| 0.5340384615 | 1 | 0.2% |
| 0.5208928571 | 1 | 0.2% |
| 0.517860262 | 1 | 0.2% |
| 0.5119230769 | 1 | 0.2% |
| 0.5091803279 | 1 | 0.2% |
| 0.4998888889 | 1 | 0.2% |
| 0.4970454545 | 1 | 0.2% |
| Distinct | 399 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 914.221105 |
| Minimum | 886.641871 |
|---|---|
| Maximum | 934.9259259 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 886.641871 |
|---|---|
| 5-th percentile | 886.641871 |
| Q1 | 908.5048341 |
| median | 918.3682266 |
| Q3 | 923.0801428 |
| 95-th percentile | 930.4265981 |
| Maximum | 934.9259259 |
| Range | 48.28405494 |
| Interquartile range (IQR) | 14.57530871 |
Descriptive statistics
| Standard deviation | 13.48365481 |
|---|---|
| Coefficient of variation (CV) | 0.0147487897 |
| Kurtosis | -0.1961351294 |
| Mean | 914.221105 |
| Median Absolute Deviation (MAD) | 6.609375 |
| Skewness | -0.9264775722 |
| Sum | 418713.2661 |
| Variance | 181.8089472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 886.641871 | 54 | 11.8% |
| 929.1290323 | 2 | 0.4% |
| 930.45 | 2 | 0.4% |
| 915.25 | 2 | 0.4% |
| 914.2948718 | 2 | 0.4% |
| 917.3333333 | 2 | 0.4% |
| 921.7142857 | 2 | 0.4% |
| 918.125 | 1 | 0.2% |
| 918.3571429 | 1 | 0.2% |
| 919.1805556 | 1 | 0.2% |
| Other values (389) | 389 |
| Value | Count | Frequency (%) |
| 886.641871 | 54 | |
| 886.8484848 | 1 | 0.2% |
| 887.0483871 | 1 | 0.2% |
| 888 | 1 | 0.2% |
| 889.4230769 | 1 | 0.2% |
| 889.9090909 | 1 | 0.2% |
| 889.9480519 | 1 | 0.2% |
| 890.6461538 | 1 | 0.2% |
| 891.3833333 | 1 | 0.2% |
| 891.53125 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 934.9259259 | 1 | |
| 931.9577465 | 1 | |
| 931.85 | 1 | |
| 931.7333333 | 1 | |
| 931.5490196 | 1 | |
| 931.4821429 | 1 | |
| 931.2641509 | 1 | |
| 931.2033898 | 1 | |
| 931.0392157 | 1 | |
| 930.9871795 | 1 |
| Distinct | 458 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.311782079 |
| Minimum | -23.28823394 |
|---|---|
| Maximum | 25.68418525 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 132 |
| Negative (%) | 28.8% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | -23.28823394 |
|---|---|
| 5-th percentile | -10.29524761 |
| Q1 | -1.29855736 |
| median | 7.32008436 |
| Q3 | 13.96499913 |
| 95-th percentile | 19.90868922 |
| Maximum | 25.68418525 |
| Range | 48.97241919 |
| Interquartile range (IQR) | 15.26355648 |
Descriptive statistics
| Standard deviation | 9.680533743 |
|---|---|
| Coefficient of variation (CV) | 1.53372433 |
| Kurtosis | -0.7285776395 |
| Mean | 6.311782079 |
| Median Absolute Deviation (MAD) | 7.399568504 |
| Skewness | -0.3467271694 |
| Sum | 2890.796192 |
| Variance | 93.71273354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -13.01647059 | 1 | 0.2% |
| 13.95847253 | 1 | 0.2% |
| 14.27785638 | 1 | 0.2% |
| 16.47569755 | 1 | 0.2% |
| 12.90674747 | 1 | 0.2% |
| 13.43388224 | 1 | 0.2% |
| 10.73483615 | 1 | 0.2% |
| 13.47140488 | 1 | 0.2% |
| 18.20603896 | 1 | 0.2% |
| 15.09670068 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| -23.28823394 | 1 | |
| -19.82491667 | 1 | |
| -16.09851515 | 1 | |
| -15.04787234 | 1 | |
| -14.43188011 | 1 | |
| -14.15202744 | 1 | |
| -14.07730159 | 1 | |
| -13.85045627 | 1 | |
| -13.55972637 | 1 | |
| -13.41263757 | 1 |
| Value | Count | Frequency (%) |
| 25.68418525 | 1 | |
| 24.4546 | 1 | |
| 22.65734868 | 1 | |
| 22.364566 | 1 | |
| 22.35464681 | 1 | |
| 22.2925498 | 1 | |
| 22.20752182 | 1 | |
| 22.14381371 | 1 | |
| 21.86737973 | 1 | |
| 21.85439648 | 1 |
UV_A.mean
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 458 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.96123633 |
| Minimum | 0.2957798742 |
|---|---|
| Maximum | 22.56057568 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 0.2957798742 |
|---|---|
| 5-th percentile | 1.050612771 |
| Q1 | 4.937496388 |
| median | 11.70241305 |
| Q3 | 16.72770967 |
| 95-th percentile | 21.14032203 |
| Maximum | 22.56057568 |
| Range | 22.26479581 |
| Interquartile range (IQR) | 11.79021328 |
Descriptive statistics
| Standard deviation | 6.633754243 |
|---|---|
| Coefficient of variation (CV) | 0.6052012784 |
| Kurtosis | -1.310948045 |
| Mean | 10.96123633 |
| Median Absolute Deviation (MAD) | 5.766537303 |
| Skewness | -0.06011069987 |
| Sum | 5020.246241 |
| Variance | 44.00669536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.635563467 | 1 | 0.2% |
| 16.27504725 | 1 | 0.2% |
| 12.40968167 | 1 | 0.2% |
| 8.098882854 | 1 | 0.2% |
| 12.8883697 | 1 | 0.2% |
| 16.01200299 | 1 | 0.2% |
| 10.42012214 | 1 | 0.2% |
| 12.37963184 | 1 | 0.2% |
| 21.60868182 | 1 | 0.2% |
| 21.42835289 | 1 | 0.2% |
| Other values (448) | 448 |
| Value | Count | Frequency (%) |
| 0.2957798742 | 1 | |
| 0.4373588235 | 1 | |
| 0.4615633803 | 1 | |
| 0.5013419689 | 1 | |
| 0.5514597403 | 1 | |
| 0.6445842105 | 1 | |
| 0.7408314607 | 1 | |
| 0.7745680628 | 1 | |
| 0.7811335404 | 1 | |
| 0.7895924765 | 1 |
| Value | Count | Frequency (%) |
| 22.56057568 | 1 | |
| 22.43775774 | 1 | |
| 22.29074788 | 1 | |
| 22.28105263 | 1 | |
| 22.26384615 | 1 | |
| 22.20002379 | 1 | |
| 22.18745873 | 1 | |
| 22.17758319 | 1 | |
| 22.15668372 | 1 | |
| 22.13930431 | 1 |
| Distinct | 447 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002973626476 |
| Minimum | 0.0002273423529 |
|---|---|
| Maximum | 0.00819147259 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.7 KiB |
Quantile statistics
| Minimum | 0.0002273423529 |
|---|---|
| 5-th percentile | 0.0007067081682 |
| Q1 | 0.001499775956 |
| median | 0.002474595959 |
| Q3 | 0.004176454609 |
| 95-th percentile | 0.007132799055 |
| Maximum | 0.00819147259 |
| Range | 0.007964130237 |
| Interquartile range (IQR) | 0.002676678654 |
Descriptive statistics
| Standard deviation | 0.001941276222 |
|---|---|
| Coefficient of variation (CV) | 0.6528312275 |
| Kurtosis | 0.2391734345 |
| Mean | 0.002973626476 |
| Median Absolute Deviation (MAD) | 0.001214794454 |
| Skewness | 0.9468159122 |
| Sum | 1.361920926 |
| Variance | 3.768553372 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00819147259 | 12 | 2.6% |
| 0.0033739 | 1 | 0.2% |
| 0.002006414444 | 1 | 0.2% |
| 0.004337930682 | 1 | 0.2% |
| 0.002619849149 | 1 | 0.2% |
| 0.005317226596 | 1 | 0.2% |
| 0.002163390202 | 1 | 0.2% |
| 0.002685278571 | 1 | 0.2% |
| 0.001450138614 | 1 | 0.2% |
| 0.002869202913 | 1 | 0.2% |
| Other values (437) | 437 |
| Value | Count | Frequency (%) |
| 0.0002273423529 | 1 | |
| 0.0003546043396 | 1 | |
| 0.0003611721875 | 1 | |
| 0.0003896468293 | 1 | |
| 0.0004132193548 | 1 | |
| 0.0004300336 | 1 | |
| 0.0004359059375 | 1 | |
| 0.000462602381 | 1 | |
| 0.000494185679 | 1 | |
| 0.0004969933333 | 1 |
| Value | Count | Frequency (%) |
| 0.00819147259 | 12 | |
| 0.008031445 | 1 | 0.2% |
| 0.007919986747 | 1 | 0.2% |
| 0.007884839583 | 1 | 0.2% |
| 0.007673844444 | 1 | 0.2% |
| 0.007638183761 | 1 | 0.2% |
| 0.00753255 | 1 | 0.2% |
| 0.007360608219 | 1 | 0.2% |
| 0.007339503263 | 1 | 0.2% |
| 0.007323152273 | 1 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 229 | |
| 1 | 229 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 229 | |
| 1 | 229 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| CO2504.mean | Glob.mean | H2O672.mean | NET.mean | NO672.mean | NOx672.mean | O3672.mean | Pamb0.mean | PAR.mean | PTG.mean | RGlob.mean | RHIRGA672.mean | RPAR.mean | SO2168.mean | SWS.mean | T672.mean | UV_A.mean | CS.mean | class2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 383.885077 | 19.245511 | 2.272769 | 13.964180 | 0.064769 | 2.046154 | 21.318308 | 999.859474 | 20.662353 | 0.003560 | 7.169164 | 101.030923 | 8.864799 | 0.556927 | 924.863636 | -13.016471 | 1.635563 | 0.003374 | 0 |
| 1 | 374.674177 | 31.107659 | 3.115316 | 3.151122 | 0.127215 | 2.774557 | 29.552152 | 974.338728 | 29.523257 | 0.001069 | 10.385140 | 98.011139 | 11.516870 | 0.196795 | 886.641871 | -8.997430 | 1.441109 | 0.001501 | 0 |
| 2 | 373.275062 | 29.800885 | 2.739259 | 7.673882 | 0.016790 | 0.749506 | 36.205185 | 990.886093 | 64.461794 | 0.002187 | 8.881671 | 96.277654 | 11.132826 | 0.158171 | 934.925926 | -10.224472 | 2.677545 | 0.000764 | 0 |
| 3 | 378.316909 | 23.795211 | 5.662200 | 18.218229 | 0.162691 | 3.089818 | 20.954000 | 978.364725 | 30.705657 | 0.000000 | 10.818993 | 101.382300 | 13.915824 | 0.212569 | 904.942857 | -1.535183 | 2.261805 | 0.002038 | 0 |
| 4 | 372.910000 | 252.480327 | 3.227712 | 142.534162 | 0.030458 | 0.833987 | 48.196993 | 992.994188 | 487.596401 | -0.005340 | 41.090445 | 62.475294 | 32.421126 | 0.138289 | 923.450980 | -2.095641 | 12.906779 | 0.000662 | 1 |
| 5 | 374.604936 | 314.931343 | 2.223718 | 165.194412 | 0.080000 | 1.396090 | 50.022692 | 1008.216522 | 597.701995 | 0.001061 | 52.136714 | 39.703910 | 38.760614 | 0.556927 | 924.058824 | -0.796266 | 14.949321 | 0.001896 | 1 |
| 6 | 373.809586 | 366.286879 | 3.492840 | 201.818954 | 0.037515 | 1.023018 | 48.649349 | 1006.178357 | 695.591714 | -0.006844 | 55.870946 | 49.953314 | 41.550083 | 0.440059 | 925.000000 | 2.015839 | 17.179122 | 0.001522 | 1 |
| 7 | 375.806257 | 365.411700 | 4.274737 | 222.275211 | 0.046082 | 1.346959 | 47.644678 | 1001.699625 | 703.907069 | -0.007222 | 54.326014 | 54.997895 | 41.687702 | 0.556927 | 925.491228 | 3.499965 | 17.456796 | 0.002083 | 1 |
| 8 | 382.162789 | 192.865269 | 10.972158 | 135.323014 | 0.085632 | 2.825000 | 42.004474 | 988.630359 | 373.749398 | 0.001586 | 22.444746 | 79.335158 | 12.863245 | 0.338663 | 925.265625 | 11.590814 | 10.500483 | 0.007340 | 0 |
| 9 | 373.322919 | 321.465096 | 3.018900 | 158.289975 | 0.003684 | 0.357464 | 34.470383 | 999.914102 | 599.596791 | -0.006888 | 42.055437 | 44.560718 | 22.677685 | -0.002690 | 922.142857 | 1.633842 | 16.398781 | 0.000839 | 1 |
Last rows
| CO2504.mean | Glob.mean | H2O672.mean | NET.mean | NO672.mean | NOx672.mean | O3672.mean | Pamb0.mean | PAR.mean | PTG.mean | RGlob.mean | RHIRGA672.mean | RPAR.mean | SO2168.mean | SWS.mean | T672.mean | UV_A.mean | CS.mean | class2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 448 | 386.241971 | 79.602418 | 10.712628 | 81.614829 | 0.053451 | 0.371197 | 16.096338 | 997.236837 | 177.386489 | -0.004717 | 9.592492 | 83.265662 | 8.586696 | 0.478701 | 911.038961 | 10.710729 | 6.309257 | 0.000652 | 0 |
| 449 | 378.519291 | 332.946713 | 11.832727 | 209.125184 | 0.035729 | 0.269010 | 34.467396 | 992.445932 | 695.217294 | 0.002034 | 43.092749 | 46.329091 | 23.892142 | 0.556927 | 916.792208 | 21.626106 | 19.782024 | 0.004739 | 0 |
| 450 | 380.320437 | 176.045583 | 11.545604 | 130.096351 | 0.061979 | 0.348075 | 29.565401 | 992.766483 | 374.694301 | 0.001080 | 23.740890 | 64.999725 | 11.602645 | 0.314755 | 886.641871 | 15.561149 | 11.921088 | 0.004614 | 0 |
| 451 | 397.391582 | 103.852303 | 18.864270 | 66.648580 | 0.054262 | 0.395574 | 31.340328 | 987.840785 | 225.912226 | 0.005945 | 12.754266 | 84.715112 | 7.800183 | 0.556927 | 886.641871 | 19.005672 | 7.918390 | 0.004914 | 1 |
| 452 | 376.320180 | 334.962110 | 8.200180 | 238.608894 | 0.033023 | 0.094094 | 27.152907 | 1003.154472 | 692.565257 | -0.001839 | 45.864908 | 49.754251 | 23.157928 | 0.161297 | 917.289855 | 14.795499 | 19.589240 | 0.002261 | 1 |
| 453 | 377.507244 | 270.743458 | 10.448910 | 192.459076 | 0.035280 | 0.179689 | 28.520932 | 999.853727 | 557.808509 | 0.000058 | 35.844255 | 56.288782 | 18.934907 | 0.081824 | 916.859375 | 16.470062 | 16.129744 | 0.002360 | 0 |
| 454 | 381.072078 | 121.227780 | 14.995519 | 112.010483 | 0.027673 | 0.288050 | 23.699623 | 994.159843 | 256.687194 | -0.005007 | 15.010304 | 80.831494 | 7.864272 | 0.163403 | 915.250000 | 16.319361 | 8.688739 | 0.002423 | 0 |
| 455 | 386.336908 | 108.311442 | 12.473026 | 56.989631 | 0.027197 | 0.274459 | 26.719299 | 991.343552 | 224.373966 | -0.000771 | 12.387773 | 81.142237 | 7.073139 | 0.179141 | 886.641871 | 13.315270 | 7.375727 | 0.001993 | 0 |
| 456 | 379.163200 | 114.298822 | 12.995638 | 78.339978 | 0.051688 | 0.333247 | 20.894351 | 996.345870 | 239.801762 | -0.001324 | 14.218324 | 79.196711 | 8.108832 | 0.077373 | 886.641871 | 14.421092 | 8.099394 | 0.003484 | 0 |
| 457 | 384.186892 | 180.454576 | 13.487838 | 136.129920 | 0.059412 | 0.758235 | 30.362810 | 996.026370 | 373.246467 | -0.005610 | 21.902261 | 78.934324 | 12.257337 | 0.234548 | 886.641871 | 15.049728 | 11.665070 | 0.004782 | 0 |